Pandas Profiling Report

Dataset statistics

Number of variables	21
Number of observations	60000
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	44
Duplicate rows (%)	0.1%
Total size in memory	9.6 MiB
Average record size in memory	168.0 B

Variable types

Numeric	21

Alerts

Dataset has 44 (0.1%) duplicate rows	Duplicates
`label` is highly overall correlated with `pixel180` and 3 other fields	High correlation
`pixel547` is highly overall correlated with `pixel603` and 7 other fields	High correlation
`pixel603` is highly overall correlated with `pixel547` and 7 other fields	High correlation
`pixel491` is highly overall correlated with `pixel547` and 6 other fields	High correlation
`pixel575` is highly overall correlated with `pixel547` and 7 other fields	High correlation
`pixel263` is highly overall correlated with `pixel180` and 4 other fields	High correlation
`pixel407` is highly overall correlated with `pixel547` and 6 other fields	High correlation
`pixel435` is highly overall correlated with `pixel547` and 6 other fields	High correlation
`pixel687` is highly overall correlated with `pixel547` and 4 other fields	High correlation
`pixel519` is highly overall correlated with `pixel547` and 6 other fields	High correlation
`pixel631` is highly overall correlated with `pixel547` and 7 other fields	High correlation
`pixel401` is highly overall correlated with `pixel427`	High correlation
`pixel180` is highly overall correlated with `label` and 5 other fields	High correlation
`pixel234` is highly overall correlated with `pixel263` and 4 other fields	High correlation
`pixel236` is highly overall correlated with `label` and 5 other fields	High correlation
`pixel68` is highly overall correlated with `label` and 5 other fields	High correlation
`pixel611` is highly overall correlated with `pixel555` and 1 other fields	High correlation
`pixel96` is highly overall correlated with `label` and 6 other fields	High correlation
`pixel555` is highly overall correlated with `pixel611` and 2 other fields	High correlation
`pixel594` is highly overall correlated with `pixel611` and 1 other fields	High correlation
`pixel427` is highly overall correlated with `pixel401` and 1 other fields	High correlation
`label` has 6000 (10.0%) zeros	Zeros
`pixel547` has 8105 (13.5%) zeros	Zeros
`pixel603` has 14007 (23.3%) zeros	Zeros
`pixel491` has 6652 (11.1%) zeros	Zeros
`pixel575` has 10668 (17.8%) zeros	Zeros
`pixel263` has 15630 (26.1%) zeros	Zeros
`pixel407` has 7190 (12.0%) zeros	Zeros
`pixel435` has 7332 (12.2%) zeros	Zeros
`pixel687` has 23243 (38.7%) zeros	Zeros
`pixel519` has 7313 (12.2%) zeros	Zeros
`pixel631` has 16699 (27.8%) zeros	Zeros
`pixel401` has 16459 (27.4%) zeros	Zeros
`pixel180` has 18309 (30.5%) zeros	Zeros
`pixel234` has 19023 (31.7%) zeros	Zeros
`pixel236` has 15551 (25.9%) zeros	Zeros
`pixel68` has 22407 (37.3%) zeros	Zeros
`pixel611` has 26993 (45.0%) zeros	Zeros
`pixel96` has 21219 (35.4%) zeros	Zeros
`pixel555` has 20487 (34.1%) zeros	Zeros
`pixel594` has 27381 (45.6%) zeros	Zeros
`pixel427` has 23921 (39.9%) zeros	Zeros

Reproduction

Analysis started	2023-11-03 21:30:45.220705
Analysis finished	2023-11-03 21:32:31.279886
Duration	1 minute and 46.06 seconds
Software version	ydata-profiling vv4.6.1
Download configuration	config.json

label
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	10
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.5

Minimum	0
Maximum	9
Zeros	6000
Zeros (%)	10.0%
Negative	0
Negative (%)	0.0%
Memory size	468.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	4.5
Q3	7
95-th percentile	9
Maximum	9
Range	9
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	2.8723053
Coefficient of variation (CV)	0.63829006
Kurtosis	-1.2242444
Mean	4.5
Median Absolute Deviation (MAD)	2.5
Skewness	0
Sum	270000
Variance	8.2501375
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
2	6000	10.0%
9	6000	10.0%
6	6000	10.0%
0	6000	10.0%
3	6000	10.0%
4	6000	10.0%
5	6000	10.0%
8	6000	10.0%
7	6000	10.0%
1	6000	10.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	6000	10.0%
1	6000	10.0%
2	6000	10.0%
3	6000	10.0%
4	6000	10.0%
5	6000	10.0%
6	6000	10.0%
7	6000	10.0%
8	6000	10.0%
9	6000	10.0%

Value	Count	Frequency (%)
9	6000	10.0%
8	6000	10.0%
7	6000	10.0%
6	6000	10.0%
5	6000	10.0%
4	6000	10.0%
3	6000	10.0%
2	6000	10.0%
1	6000	10.0%
0	6000	10.0%

pixel547
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	256
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	136.36683

Minimum	0
Maximum	255
Zeros	8105
Zeros (%)	13.5%
Negative	0
Negative (%)	0.0%
Memory size	468.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	65
median	160
Q3	209
95-th percentile	235
Maximum	255
Range	255
Interquartile range (IQR)	144

Descriptive statistics

Standard deviation	82.270827
Coefficient of variation (CV)	0.60330525
Kurtosis	-1.1972755
Mean	136.36683
Median Absolute Deviation (MAD)	60
Skewness	-0.46683546
Sum	8182010
Variance	6768.4889
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	8105	13.5%
220	498	0.8%
228	496	0.8%
226	492	0.8%
223	484	0.8%
217	482	0.8%
224	482	0.8%
222	480	0.8%
225	474	0.8%
221	473	0.8%
Other values (246)	47534	79.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8105	13.5%
1	147	0.2%
2	149	0.2%
3	101	0.2%
4	111	0.2%
5	77	0.1%
6	88	0.1%
7	72	0.1%
8	77	0.1%
9	72	0.1%

Value	Count	Frequency (%)
255	339	0.6%
254	70	0.1%
253	53	0.1%
252	60	0.1%
251	59	0.1%
250	52	0.1%
249	71	0.1%
248	79	0.1%
247	85	0.1%
246	76	0.1%

pixel603
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	256
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	124.70238

Minimum	0
Maximum	255
Zeros	14007
Zeros (%)	23.3%
Negative	0
Negative (%)	0.0%
Memory size	468.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	15
median	148
Q3	207
95-th percentile	236
Maximum	255
Range	255
Interquartile range (IQR)	192

Descriptive statistics

Standard deviation	89.415573
Coefficient of variation (CV)	0.71703179
Kurtosis	-1.4901034
Mean	124.70238
Median Absolute Deviation (MAD)	72
Skewness	-0.2773968
Sum	7482143
Variance	7995.1447
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	14007	23.3%
230	504	0.8%
219	469	0.8%
228	465	0.8%
221	462	0.8%
222	455	0.8%
223	449	0.7%
226	449	0.7%
224	443	0.7%
227	443	0.7%
Other values (246)	41854	69.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	14007	23.3%
1	124	0.2%
2	103	0.2%
3	104	0.2%
4	67	0.1%
5	74	0.1%
6	67	0.1%
7	60	0.1%
8	55	0.1%
9	48	0.1%

Value	Count	Frequency (%)
255	382	0.6%
254	89	0.1%
253	58	0.1%
252	62	0.1%
251	66	0.1%
250	62	0.1%
249	82	0.1%
248	82	0.1%
247	92	0.2%
246	117	0.2%

pixel491
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	256
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	142.9228

Minimum	0
Maximum	255
Zeros	6652
Zeros (%)	11.1%
Negative	0
Negative (%)	0.0%
Memory size	468.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	84
median	167
Q3	209
95-th percentile	235
Maximum	255
Range	255
Interquartile range (IQR)	125

Descriptive statistics

Standard deviation	78.520404
Coefficient of variation (CV)	0.54939033
Kurtosis	-0.93336299
Mean	142.9228
Median Absolute Deviation (MAD)	52
Skewness	-0.60949619
Sum	8575368
Variance	6165.4538
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	6652	11.1%
222	521	0.9%
221	513	0.9%
224	503	0.8%
219	493	0.8%
227	491	0.8%
226	490	0.8%
218	489	0.8%
225	478	0.8%
228	478	0.8%
Other values (246)	48892	81.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	6652	11.1%
1	216	0.4%
2	163	0.3%
3	130	0.2%
4	112	0.2%
5	90	0.1%
6	68	0.1%
7	65	0.1%
8	60	0.1%
9	50	0.1%

Value	Count	Frequency (%)
255	381	0.6%
254	72	0.1%
253	59	0.1%
252	64	0.1%
251	55	0.1%
250	56	0.1%
249	81	0.1%
248	59	0.1%
247	83	0.1%
246	85	0.1%

pixel575
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	256
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	130.91408

Minimum	0
Maximum	255
Zeros	10668
Zeros (%)	17.8%
Negative	0
Negative (%)	0.0%
Memory size	468.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	47
median	155
Q3	208
95-th percentile	235
Maximum	255
Range	255
Interquartile range (IQR)	161

Descriptive statistics

Standard deviation	85.726934
Coefficient of variation (CV)	0.65483355
Kurtosis	-1.3490096
Mean	130.91408
Median Absolute Deviation (MAD)	65
Skewness	-0.38009657
Sum	7854845
Variance	7349.1072
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	10668	17.8%
219	513	0.9%
221	494	0.8%
230	485	0.8%
229	474	0.8%
231	474	0.8%
218	469	0.8%
222	468	0.8%
220	465	0.8%
216	462	0.8%
Other values (246)	45028	75.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	10668	17.8%
1	150	0.2%
2	128	0.2%
3	78	0.1%
4	85	0.1%
5	97	0.2%
6	78	0.1%
7	70	0.1%
8	63	0.1%
9	54	0.1%

Value	Count	Frequency (%)
255	318	0.5%
254	74	0.1%
253	56	0.1%
252	57	0.1%
251	70	0.1%
250	66	0.1%
249	79	0.1%
248	69	0.1%
247	69	0.1%
246	98	0.2%

pixel263
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	256
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	107.1618

Minimum	0
Maximum	255
Zeros	15630
Zeros (%)	26.1%
Negative	0
Negative (%)	0.0%
Memory size	468.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	115
Q3	194
95-th percentile	235
Maximum	255
Range	255
Interquartile range (IQR)	194

Descriptive statistics

Standard deviation	90.758615
Coefficient of variation (CV)	0.84693067
Kurtosis	-1.5820072
Mean	107.1618
Median Absolute Deviation (MAD)	98
Skewness	0.031273384
Sum	6429708
Variance	8237.1262
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	15630	26.1%
1	1644	2.7%
2	870	1.5%
255	821	1.4%
3	568	0.9%
4	348	0.6%
215	347	0.6%
220	342	0.6%
219	338	0.6%
221	331	0.6%
Other values (246)	38761	64.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	15630	26.1%
1	1644	2.7%
2	870	1.5%
3	568	0.9%
4	348	0.6%
5	261	0.4%
6	157	0.3%
7	125	0.2%
8	79	0.1%
9	66	0.1%

Value	Count	Frequency (%)
255	821	1.4%
254	154	0.3%
253	89	0.1%
252	83	0.1%
251	60	0.1%
250	63	0.1%
249	72	0.1%
248	76	0.1%
247	78	0.1%
246	84	0.1%

pixel407
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	256
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	139.4053

Minimum	0
Maximum	255
Zeros	7190
Zeros (%)	12.0%
Negative	0
Negative (%)	0.0%
Memory size	468.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	80
median	162
Q3	206
95-th percentile	234
Maximum	255
Range	255
Interquartile range (IQR)	126

Descriptive statistics

Standard deviation	78.704582
Coefficient of variation (CV)	0.56457381
Kurtosis	-0.98361894
Mean	139.4053
Median Absolute Deviation (MAD)	54
Skewness	-0.57188854
Sum	8364318
Variance	6194.4112
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	7190	12.0%
227	484	0.8%
214	477	0.8%
222	469	0.8%
223	461	0.8%
209	452	0.8%
228	452	0.8%
216	450	0.8%
213	450	0.8%
221	446	0.7%
Other values (246)	48669	81.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	7190	12.0%
1	404	0.7%
2	225	0.4%
3	140	0.2%
4	91	0.2%
5	70	0.1%
6	65	0.1%
7	46	0.1%
8	54	0.1%
9	51	0.1%

Value	Count	Frequency (%)
255	345	0.6%
254	63	0.1%
253	45	0.1%
252	39	0.1%
251	58	0.1%
250	47	0.1%
249	43	0.1%
248	62	0.1%
247	61	0.1%
246	82	0.1%

pixel435
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	256
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	140.52212

Minimum	0
Maximum	255
Zeros	7332
Zeros (%)	12.2%
Negative	0
Negative (%)	0.0%
Memory size	468.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	82
median	164
Q3	207
95-th percentile	234
Maximum	255
Range	255
Interquartile range (IQR)	125

Descriptive statistics

Standard deviation	78.874479
Coefficient of variation (CV)	0.56129584
Kurtosis	-0.9622365
Mean	140.52212
Median Absolute Deviation (MAD)	53
Skewness	-0.59500811
Sum	8431327
Variance	6221.1835
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	7332	12.2%
225	498	0.8%
215	495	0.8%
221	485	0.8%
218	480	0.8%
214	478	0.8%
210	460	0.8%
227	460	0.8%
205	456	0.8%
208	454	0.8%
Other values (246)	48402	80.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	7332	12.2%
1	330	0.5%
2	200	0.3%
3	132	0.2%
4	101	0.2%
5	82	0.1%
6	62	0.1%
7	41	0.1%
8	39	0.1%
9	50	0.1%

Value	Count	Frequency (%)
255	283	0.5%
254	74	0.1%
253	51	0.1%
252	53	0.1%
251	35	0.1%
250	51	0.1%
249	45	0.1%
248	59	0.1%
247	80	0.1%
246	96	0.2%

pixel687
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	256
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	98.4274

Minimum	0
Maximum	255
Zeros	23243
Zeros (%)	38.7%
Negative	0
Negative (%)	0.0%
Memory size	468.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	88
Q3	197
95-th percentile	235
Maximum	255
Range	255
Interquartile range (IQR)	197

Descriptive statistics

Standard deviation	94.787654
Coefficient of variation (CV)	0.96302101
Kurtosis	-1.6527934
Mean	98.4274
Median Absolute Deviation (MAD)	88
Skewness	0.19771548
Sum	5905644
Variance	8984.6993
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	23243	38.7%
223	401	0.7%
227	368	0.6%
226	355	0.6%
221	350	0.6%
222	348	0.6%
224	347	0.6%
231	346	0.6%
218	345	0.6%
219	344	0.6%
Other values (246)	33553	55.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	23243	38.7%
1	268	0.4%
2	189	0.3%
3	165	0.3%
4	159	0.3%
5	108	0.2%
6	77	0.1%
7	52	0.1%
8	48	0.1%
9	55	0.1%

Value	Count	Frequency (%)
255	332	0.6%
254	82	0.1%
253	64	0.1%
252	72	0.1%
251	58	0.1%
250	77	0.1%
249	80	0.1%
248	71	0.1%
247	90	0.1%
246	103	0.2%

pixel519
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	256
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	139.62403

Minimum	0
Maximum	255
Zeros	7313
Zeros (%)	12.2%
Negative	0
Negative (%)	0.0%
Memory size	468.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	75
median	163
Q3	209
95-th percentile	235
Maximum	255
Range	255
Interquartile range (IQR)	134

Descriptive statistics

Standard deviation	80.359742
Coefficient of variation (CV)	0.57554377
Kurtosis	-1.0717245
Mean	139.62403
Median Absolute Deviation (MAD)	56
Skewness	-0.53976202
Sum	8377442
Variance	6457.6882
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	7313	12.2%
224	513	0.9%
223	504	0.8%
228	502	0.8%
217	495	0.8%
218	493	0.8%
219	488	0.8%
221	486	0.8%
220	482	0.8%
227	479	0.8%
Other values (246)	48245	80.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	7313	12.2%
1	200	0.3%
2	140	0.2%
3	131	0.2%
4	112	0.2%
5	104	0.2%
6	91	0.2%
7	57	0.1%
8	70	0.1%
9	66	0.1%

Value	Count	Frequency (%)
255	328	0.5%
254	70	0.1%
253	61	0.1%
252	40	0.1%
251	56	0.1%
250	56	0.1%
249	72	0.1%
248	62	0.1%
247	82	0.1%
246	83	0.1%

pixel631
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	256
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	116.9052

Minimum	0
Maximum	255
Zeros	16699
Zeros (%)	27.8%
Negative	0
Negative (%)	0.0%
Memory size	468.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	135
Q3	205
95-th percentile	236
Maximum	255
Range	255
Interquartile range (IQR)	205

Descriptive statistics

Standard deviation	91.747902
Coefficient of variation (CV)	0.784806
Kurtosis	-1.5969173
Mean	116.9052
Median Absolute Deviation (MAD)	84
Skewness	-0.138029
Sum	7014312
Variance	8417.6776
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	16699	27.8%
222	453	0.8%
230	444	0.7%
219	444	0.7%
221	434	0.7%
224	430	0.7%
226	427	0.7%
232	422	0.7%
225	416	0.7%
228	415	0.7%
Other values (246)	39416	65.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	16699	27.8%
1	141	0.2%
2	122	0.2%
3	118	0.2%
4	103	0.2%
5	88	0.1%
6	71	0.1%
7	59	0.1%
8	52	0.1%
9	64	0.1%

Value	Count	Frequency (%)
255	376	0.6%
254	77	0.1%
253	63	0.1%
252	48	0.1%
251	69	0.1%
250	87	0.1%
249	83	0.1%
248	81	0.1%
247	84	0.1%
246	102	0.2%

pixel401
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	256
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	104.78337

Minimum	0
Maximum	255
Zeros	16459
Zeros (%)	27.4%
Negative	0
Negative (%)	0.0%
Memory size	468.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	107
Q3	190
95-th percentile	238
Maximum	255
Range	255
Interquartile range (IQR)	190

Descriptive statistics

Standard deviation	89.683997
Coefficient of variation (CV)	0.85589917
Kurtosis	-1.5342886
Mean	104.78337
Median Absolute Deviation (MAD)	99
Skewness	0.097404448
Sum	6287002
Variance	8043.2193
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	16459	27.4%
1	824	1.4%
255	735	1.2%
2	518	0.9%
3	354	0.6%
193	288	0.5%
217	288	0.5%
209	286	0.5%
219	286	0.5%
215	279	0.5%
Other values (246)	39683	66.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	16459	27.4%
1	824	1.4%
2	518	0.9%
3	354	0.6%
4	250	0.4%
5	173	0.3%
6	130	0.2%
7	112	0.2%
8	93	0.2%
9	91	0.2%

Value	Count	Frequency (%)
255	735	1.2%
254	138	0.2%
253	120	0.2%
252	93	0.2%
251	96	0.2%
250	105	0.2%
249	119	0.2%
248	118	0.2%
247	141	0.2%
246	139	0.2%

pixel180
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	256
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	103.94378

Minimum	0
Maximum	255
Zeros	18309
Zeros (%)	30.5%
Negative	0
Negative (%)	0.0%
Memory size	468.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	108
Q3	192
95-th percentile	231
Maximum	255
Range	255
Interquartile range (IQR)	192

Descriptive statistics

Standard deviation	90.160506
Coefficient of variation (CV)	0.86739681
Kurtosis	-1.603934
Mean	103.94378
Median Absolute Deviation (MAD)	103
Skewness	0.063685346
Sum	6236627
Variance	8128.9168
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	18309	30.5%
1	713	1.2%
220	395	0.7%
223	393	0.7%
221	389	0.6%
2	389	0.6%
224	385	0.6%
216	366	0.6%
219	360	0.6%
222	354	0.6%
Other values (246)	37947	63.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	18309	30.5%
1	713	1.2%
2	389	0.6%
3	296	0.5%
4	205	0.3%
5	158	0.3%
6	124	0.2%
7	65	0.1%
8	62	0.1%
9	56	0.1%

Value	Count	Frequency (%)
255	282	0.5%
254	47	0.1%
253	63	0.1%
252	36	0.1%
251	36	0.1%
250	40	0.1%
249	57	0.1%
248	54	0.1%
247	55	0.1%
246	71	0.1%

pixel234
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	256
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	96.719083

Minimum	0
Maximum	255
Zeros	19023
Zeros (%)	31.7%
Negative	0
Negative (%)	0.0%
Memory size	468.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	92
Q3	185
95-th percentile	232
Maximum	255
Range	255
Interquartile range (IQR)	185

Descriptive statistics

Standard deviation	90.305781
Coefficient of variation (CV)	0.93369145
Kurtosis	-1.5609709
Mean	96.719083
Median Absolute Deviation (MAD)	92
Skewness	0.20342218
Sum	5803145
Variance	8155.1341
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	19023	31.7%
1	1899	3.2%
2	768	1.3%
255	544	0.9%
3	376	0.6%
222	313	0.5%
220	305	0.5%
219	300	0.5%
217	299	0.5%
213	288	0.5%
Other values (246)	35885	59.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	19023	31.7%
1	1899	3.2%
2	768	1.3%
3	376	0.6%
4	232	0.4%
5	184	0.3%
6	129	0.2%
7	89	0.1%
8	85	0.1%
9	73	0.1%

Value	Count	Frequency (%)
255	544	0.9%
254	96	0.2%
253	82	0.1%
252	48	0.1%
251	52	0.1%
250	47	0.1%
249	58	0.1%
248	54	0.1%
247	72	0.1%
246	77	0.1%

pixel236
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	256
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	107.75805

Minimum	0
Maximum	255
Zeros	15551
Zeros (%)	25.9%
Negative	0
Negative (%)	0.0%
Memory size	468.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	117
Q3	194
95-th percentile	231
Maximum	255
Range	255
Interquartile range (IQR)	194

Descriptive statistics

Standard deviation	89.378011
Coefficient of variation (CV)	0.82943233
Kurtosis	-1.5812016
Mean	107.75805
Median Absolute Deviation (MAD)	93
Skewness	-0.0051912791
Sum	6465483
Variance	7988.4289
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	15551	25.9%
1	1416	2.4%
2	817	1.4%
3	496	0.8%
255	424	0.7%
219	369	0.6%
221	363	0.6%
223	354	0.6%
218	353	0.6%
224	353	0.6%
Other values (246)	39504	65.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	15551	25.9%
1	1416	2.4%
2	817	1.4%
3	496	0.8%
4	300	0.5%
5	194	0.3%
6	123	0.2%
7	77	0.1%
8	51	0.1%
9	49	0.1%

Value	Count	Frequency (%)
255	424	0.7%
254	85	0.1%
253	62	0.1%
252	42	0.1%
251	40	0.1%
250	51	0.1%
249	56	0.1%
248	53	0.1%
247	61	0.1%
246	44	0.1%

pixel68
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	256
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	101.23198

Minimum	0
Maximum	255
Zeros	22407
Zeros (%)	37.3%
Negative	0
Negative (%)	0.0%
Memory size	468.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	100
Q3	197
95-th percentile	234
Maximum	255
Range	255
Interquartile range (IQR)	197

Descriptive statistics

Standard deviation	94.518131
Coefficient of variation (CV)	0.93367854
Kurtosis	-1.672304
Mean	101.23198
Median Absolute Deviation (MAD)	100
Skewness	0.13107688
Sum	6073919
Variance	8933.677
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	22407	37.3%
225	397	0.7%
217	387	0.6%
255	385	0.6%
216	384	0.6%
221	383	0.6%
223	370	0.6%
224	366	0.6%
222	366	0.6%
219	362	0.6%
Other values (246)	34193	57.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	22407	37.3%
1	314	0.5%
2	188	0.3%
3	153	0.3%
4	125	0.2%
5	120	0.2%
6	82	0.1%
7	67	0.1%
8	59	0.1%
9	66	0.1%

Value	Count	Frequency (%)
255	385	0.6%
254	102	0.2%
253	66	0.1%
252	63	0.1%
251	77	0.1%
250	66	0.1%
249	81	0.1%
248	91	0.2%
247	92	0.2%
246	101	0.2%

pixel611
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	256
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	83.742067

Minimum	0
Maximum	255
Zeros	26993
Zeros (%)	45.0%
Negative	0
Negative (%)	0.0%
Memory size	468.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	15
Q3	186
95-th percentile	241
Maximum	255
Range	255
Interquartile range (IQR)	186

Descriptive statistics

Standard deviation	95.446255
Coefficient of variation (CV)	1.1397647
Kurtosis	-1.4436487
Mean	83.742067
Median Absolute Deviation (MAD)	15
Skewness	0.51500187
Sum	5024524
Variance	9109.9876
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	26993	45.0%
255	1104	1.8%
1	716	1.2%
2	593	1.0%
3	482	0.8%
4	300	0.5%
224	270	0.4%
221	269	0.4%
219	269	0.4%
223	266	0.4%
Other values (246)	28738	47.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	26993	45.0%
1	716	1.2%
2	593	1.0%
3	482	0.8%
4	300	0.5%
5	208	0.3%
6	122	0.2%
7	115	0.2%
8	83	0.1%
9	71	0.1%

Value	Count	Frequency (%)
255	1104	1.8%
254	196	0.3%
253	125	0.2%
252	129	0.2%
251	101	0.2%
250	122	0.2%
249	102	0.2%
248	138	0.2%
247	150	0.2%
246	139	0.2%

pixel96
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	256
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	102.06008

Minimum	0
Maximum	255
Zeros	21219
Zeros (%)	35.4%
Negative	0
Negative (%)	0.0%
Memory size	468.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	103
Q3	196
95-th percentile	232
Maximum	255
Range	255
Interquartile range (IQR)	196

Descriptive statistics

Standard deviation	93.088285
Coefficient of variation (CV)	0.91209297
Kurtosis	-1.6644216
Mean	102.06008
Median Absolute Deviation (MAD)	103
Skewness	0.10258105
Sum	6123605
Variance	8665.4288
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	21219	35.4%
224	435	0.7%
1	431	0.7%
225	423	0.7%
221	392	0.7%
222	390	0.7%
220	382	0.6%
226	380	0.6%
217	376	0.6%
218	367	0.6%
Other values (246)	35205	58.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	21219	35.4%
1	431	0.7%
2	254	0.4%
3	179	0.3%
4	138	0.2%
5	133	0.2%
6	84	0.1%
7	54	0.1%
8	54	0.1%
9	49	0.1%

Value	Count	Frequency (%)
255	213	0.4%
254	59	0.1%
253	38	0.1%
252	34	0.1%
251	39	0.1%
250	42	0.1%
249	43	0.1%
248	54	0.1%
247	67	0.1%
246	73	0.1%

pixel555
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	256
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	97.606133

Minimum	0
Maximum	255
Zeros	20487
Zeros (%)	34.1%
Negative	0
Negative (%)	0.0%
Memory size	468.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	80
Q3	195
95-th percentile	241
Maximum	255
Range	255
Interquartile range (IQR)	195

Descriptive statistics

Standard deviation	94.801888
Coefficient of variation (CV)	0.97126978
Kurtosis	-1.5998881
Mean	97.606133
Median Absolute Deviation (MAD)	80
Skewness	0.25471593
Sum	5856368
Variance	8987.398
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	20487	34.1%
255	1074	1.8%
1	852	1.4%
2	626	1.0%
3	547	0.9%
4	343	0.6%
215	319	0.5%
216	307	0.5%
220	305	0.5%
226	304	0.5%
Other values (246)	34836	58.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	20487	34.1%
1	852	1.4%
2	626	1.0%
3	547	0.9%
4	343	0.6%
5	224	0.4%
6	146	0.2%
7	113	0.2%
8	78	0.1%
9	92	0.2%

Value	Count	Frequency (%)
255	1074	1.8%
254	191	0.3%
253	129	0.2%
252	117	0.2%
251	113	0.2%
250	130	0.2%
249	121	0.2%
248	116	0.2%
247	157	0.3%
246	138	0.2%

pixel594
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	256
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	77.624433

Minimum	0
Maximum	255
Zeros	27381
Zeros (%)	45.6%
Negative	0
Negative (%)	0.0%
Memory size	468.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	4
Q3	172
95-th percentile	236
Maximum	255
Range	255
Interquartile range (IQR)	172

Descriptive statistics

Standard deviation	92.236254
Coefficient of variation (CV)	1.1882374
Kurtosis	-1.2842409
Mean	77.624433
Median Absolute Deviation (MAD)	4
Skewness	0.62477441
Sum	4657466
Variance	8507.5265
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	27381	45.6%
1	931	1.6%
255	816	1.4%
2	763	1.3%
3	556	0.9%
4	402	0.7%
196	240	0.4%
226	239	0.4%
206	235	0.4%
222	228	0.4%
Other values (246)	28209	47.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	27381	45.6%
1	931	1.6%
2	763	1.3%
3	556	0.9%
4	402	0.7%
5	224	0.4%
6	128	0.2%
7	107	0.2%
8	82	0.1%
9	55	0.1%

Value	Count	Frequency (%)
255	816	1.4%
254	145	0.2%
253	99	0.2%
252	103	0.2%
251	76	0.1%
250	96	0.2%
249	112	0.2%
248	114	0.2%
247	97	0.2%
246	110	0.2%

pixel427
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	256
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	87.974483

Minimum	0
Maximum	255
Zeros	23921
Zeros (%)	39.9%
Negative	0
Negative (%)	0.0%
Memory size	468.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	53
Q3	183
95-th percentile	238
Maximum	255
Range	255
Interquartile range (IQR)	183

Descriptive statistics

Standard deviation	93.225184
Coefficient of variation (CV)	1.0596844
Kurtosis	-1.4941431
Mean	87.974483
Median Absolute Deviation (MAD)	53
Skewness	0.40475914
Sum	5278469
Variance	8690.935
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	23921	39.9%
1	1100	1.8%
255	943	1.6%
2	762	1.3%
3	510	0.9%
4	306	0.5%
213	266	0.4%
214	260	0.4%
205	260	0.4%
216	253	0.4%
Other values (246)	31419	52.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	23921	39.9%
1	1100	1.8%
2	762	1.3%
3	510	0.9%
4	306	0.5%
5	201	0.3%
6	122	0.2%
7	104	0.2%
8	74	0.1%
9	63	0.1%

Value	Count	Frequency (%)
255	943	1.6%
254	156	0.3%
253	97	0.2%
252	103	0.2%
251	87	0.1%
250	84	0.1%
249	89	0.1%
248	110	0.2%
247	103	0.2%
246	111	0.2%

Auto

Heatmap
Table

	label	pixel547	pixel603	pixel491	pixel575	pixel263	pixel407	pixel435	pixel687	pixel519	pixel631	pixel401	pixel180	pixel234	pixel236	pixel68	pixel611	pixel96	pixel555	pixel594	pixel427
label	1.000	0.172	0.057	0.218	0.126	-0.494	0.188	0.204	-0.214	0.195	-0.038	-0.032	-0.559	-0.459	-0.517	-0.622	0.333	-0.622	0.452	0.309	0.192
pixel547	0.172	1.000	0.765	0.743	0.850	0.235	0.697	0.709	0.524	0.842	0.697	0.253	0.268	0.253	0.309	0.179	0.403	0.207	0.427	0.386	0.194
pixel603	0.057	0.765	1.000	0.634	0.865	0.331	0.600	0.604	0.668	0.715	0.863	0.213	0.395	0.341	0.404	0.299	0.472	0.329	0.298	0.464	0.119
pixel491	0.218	0.743	0.634	1.000	0.709	0.163	0.768	0.772	0.420	0.821	0.565	0.318	0.188	0.177	0.227	0.105	0.302	0.130	0.343	0.275	0.277
pixel575	0.126	0.850	0.865	0.709	1.000	0.288	0.654	0.661	0.592	0.764	0.762	0.229	0.332	0.303	0.362	0.238	0.450	0.267	0.371	0.439	0.154
pixel263	-0.494	0.235	0.331	0.163	0.288	1.000	0.203	0.183	0.414	0.199	0.367	0.328	0.806	0.777	0.826	0.708	0.099	0.739	-0.033	0.097	0.175
pixel407	0.188	0.697	0.600	0.768	0.654	0.203	1.000	0.862	0.411	0.724	0.541	0.331	0.229	0.211	0.270	0.142	0.276	0.168	0.311	0.253	0.274
pixel435	0.204	0.709	0.604	0.772	0.661	0.183	0.862	1.000	0.410	0.743	0.543	0.323	0.211	0.192	0.249	0.125	0.279	0.152	0.317	0.255	0.284
pixel687	-0.214	0.524	0.668	0.420	0.592	0.414	0.411	0.410	1.000	0.474	0.755	0.263	0.499	0.403	0.479	0.490	0.186	0.518	0.034	0.151	0.067
pixel519	0.195	0.842	0.715	0.821	0.764	0.199	0.724	0.743	0.474	1.000	0.634	0.275	0.229	0.214	0.268	0.141	0.367	0.168	0.376	0.341	0.229
pixel631	-0.038	0.697	0.863	0.565	0.762	0.367	0.541	0.543	0.755	0.634	1.000	0.223	0.447	0.370	0.439	0.374	0.387	0.407	0.222	0.374	0.101
pixel401	-0.032	0.253	0.213	0.318	0.229	0.328	0.331	0.323	0.263	0.275	0.223	1.000	0.247	0.458	0.272	0.206	0.189	0.209	0.241	0.186	0.538
pixel180	-0.559	0.268	0.395	0.188	0.332	0.806	0.229	0.211	0.499	0.229	0.447	0.247	1.000	0.710	0.882	0.786	0.058	0.833	-0.106	0.045	0.072
pixel234	-0.459	0.253	0.341	0.177	0.303	0.777	0.211	0.192	0.403	0.214	0.370	0.458	0.710	1.000	0.730	0.670	0.178	0.681	0.054	0.174	0.246
pixel236	-0.517	0.309	0.404	0.227	0.362	0.826	0.270	0.249	0.479	0.268	0.439	0.272	0.882	0.730	1.000	0.741	0.057	0.778	-0.084	0.051	0.100
pixel68	-0.622	0.179	0.299	0.105	0.238	0.708	0.142	0.125	0.490	0.141	0.374	0.206	0.786	0.670	0.741	1.000	0.013	0.911	-0.144	-0.003	0.033
pixel611	0.333	0.403	0.472	0.302	0.450	0.099	0.276	0.279	0.186	0.367	0.387	0.189	0.058	0.178	0.057	0.013	1.000	0.022	0.818	0.850	0.469
pixel96	-0.622	0.207	0.329	0.130	0.267	0.739	0.168	0.152	0.518	0.168	0.407	0.209	0.833	0.681	0.778	0.911	0.022	1.000	-0.138	0.006	0.037
pixel555	0.452	0.427	0.298	0.343	0.371	-0.033	0.311	0.317	0.034	0.376	0.222	0.241	-0.106	0.054	-0.084	-0.144	0.818	-0.138	1.000	0.724	0.576
pixel594	0.309	0.386	0.464	0.275	0.439	0.097	0.253	0.255	0.151	0.341	0.374	0.186	0.045	0.174	0.051	-0.003	0.850	0.006	0.724	1.000	0.467
pixel427	0.192	0.194	0.119	0.277	0.154	0.175	0.274	0.284	0.067	0.229	0.101	0.538	0.072	0.246	0.100	0.033	0.469	0.037	0.576	0.467	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	label	pixel547	pixel603	pixel491	pixel575	pixel263	pixel407	pixel435	pixel687	pixel519	pixel631	pixel401	pixel180	pixel234	pixel236	pixel68	pixel611	pixel96	pixel555	pixel594	pixel427
0	2	206	211	216	205	203	233	197	177	208	202	221	217	212	206	0	0	61	0	129	209
1	9	163	202	180	177	0	111	185	0	134	0	0	1	0	1	0	188	0	178	209	0
2	6	194	195	212	197	201	214	220	186	206	204	205	200	201	180	187	211	198	214	249	223
3	0	199	177	227	204	81	192	134	233	210	112	187	162	129	179	66	0	124	0	1	0
4	3	219	219	219	219	218	219	219	220	219	219	149	221	34	237	92	0	224	0	0	9
5	4	149	155	160	154	130	154	157	189	160	155	255	132	140	158	168	210	144	218	193	190
6	4	225	228	221	226	225	223	219	228	222	228	238	210	233	225	251	215	250	215	0	130
7	5	0	0	92	0	0	2	0	0	0	0	130	0	0	0	0	0	0	0	0	88
8	4	209	211	207	212	207	207	210	229	210	212	204	207	210	208	210	177	184	154	183	208
9	8	176	224	183	212	0	121	136	220	194	221	192	50	0	145	1	0	0	0	0	221

	label	pixel547	pixel603	pixel491	pixel575	pixel263	pixel407	pixel435	pixel687	pixel519	pixel631	pixel401	pixel180	pixel234	pixel236	pixel68	pixel611	pixel96	pixel555	pixel594	pixel427
59990	0	226	224	220	223	214	211	221	224	222	223	210	215	214	221	232	0	221	0	0	0
59991	5	234	150	236	210	0	232	230	2	239	0	0	2	4	64	0	188	0	197	254	0
59992	5	0	76	0	9	0	0	1	1	0	166	0	1	0	0	0	9	0	5	116	0
59993	2	186	189	187	192	184	187	182	210	184	193	186	194	183	192	230	193	189	192	186	200
59994	9	227	233	226	230	0	233	222	245	227	232	0	0	0	0	0	189	0	242	0	0
59995	9	212	208	180	208	2	246	206	88	208	222	0	0	0	0	0	203	0	219	191	0
59996	1	0	0	0	0	144	0	0	0	0	0	0	57	71	79	106	0	89	0	0	0
59997	8	219	219	204	214	36	191	194	219	219	219	203	71	0	198	0	136	0	128	154	176
59998	8	215	209	252	216	153	22	0	211	199	195	214	0	176	190	0	221	176	221	168	153
59999	7	248	0	221	164	0	207	215	0	217	0	232	0	2	0	0	0	0	254	0	224

Most frequently occurring

	label	pixel547	pixel603	pixel491	pixel575	pixel263	pixel407	pixel435	pixel687	pixel519	pixel631	pixel401	pixel180	pixel234	pixel236	pixel68	pixel611	pixel96	pixel555	pixel594	pixel427	# duplicates
0	0	69	80	71	71	67	74	71	86	71	80	45	71	53	71	154	0	201	0	0	2	2
1	0	117	115	118	117	96	105	108	124	118	111	63	96	62	124	194	0	60	0	0	0	2
2	0	202	201	199	202	201	197	197	209	199	206	0	207	206	197	219	0	218	0	0	0	2
3	1	0	0	0	0	59	0	0	0	0	0	0	101	0	127	96	0	92	0	0	0	2
4	1	152	182	179	165	239	206	196	191	165	183	0	219	169	231	190	0	197	0	0	0	2
5	1	154	159	125	158	161	144	144	174	133	168	0	126	98	74	138	0	165	0	0	0	2
6	1	171	189	142	182	194	140	137	205	156	197	0	195	0	199	179	0	198	0	0	0	2
7	2	53	55	58	57	45	55	57	82	60	62	120	68	60	41	52	80	72	68	85	73	2
8	2	75	112	99	42	88	73	48	79	77	90	81	88	64	68	149	73	158	92	70	97	2
9	2	81	106	110	120	30	96	111	56	105	93	65	101	56	65	91	55	145	58	128	90	2

Overview

Variables

Interactions

Correlations

Missing values

Sample

Duplicate rows

Most frequently occurring

	label	pixel547	pixel603	pixel491	pixel575	pixel263	pixel407	pixel435	pixel687	pixel519	pixel631	pixel401	pixel180	pixel234	pixel236	pixel68	pixel611	pixel96	pixel555	pixel594	pixel427
0	2	206	211	216	205	203	233	197	177	208	202	221	217	212	206	0	0	61	0	129	209
1	9	163	202	180	177	0	111	185	0	134	0	0	1	0	1	0	188	0	178	209	0
2	6	194	195	212	197	201	214	220	186	206	204	205	200	201	180	187	211	198	214	249	223
3	0	199	177	227	204	81	192	134	233	210	112	187	162	129	179	66	0	124	0	1	0
4	3	219	219	219	219	218	219	219	220	219	219	149	221	34	237	92	0	224	0	0	9
5	4	149	155	160	154	130	154	157	189	160	155	255	132	140	158	168	210	144	218	193	190
6	4	225	228	221	226	225	223	219	228	222	228	238	210	233	225	251	215	250	215	0	130
7	5	0	0	92	0	0	2	0	0	0	0	130	0	0	0	0	0	0	0	0	88
8	4	209	211	207	212	207	207	210	229	210	212	204	207	210	208	210	177	184	154	183	208
9	8	176	224	183	212	0	121	136	220	194	221	192	50	0	145	1	0	0	0	0	221

	label	pixel547	pixel603	pixel491	pixel575	pixel263	pixel407	pixel435	pixel687	pixel519	pixel631	pixel401	pixel180	pixel234	pixel236	pixel68	pixel611	pixel96	pixel555	pixel594	pixel427	# duplicates
0	0	69	80	71	71	67	74	71	86	71	80	45	71	53	71	154	0	201	0	0	2	2
1	0	117	115	118	117	96	105	108	124	118	111	63	96	62	124	194	0	60	0	0	0	2
2	0	202	201	199	202	201	197	197	209	199	206	0	207	206	197	219	0	218	0	0	0	2
3	1	0	0	0	0	59	0	0	0	0	0	0	101	0	127	96	0	92	0	0	0	2
4	1	152	182	179	165	239	206	196	191	165	183	0	219	169	231	190	0	197	0	0	0	2
5	1	154	159	125	158	161	144	144	174	133	168	0	126	98	74	138	0	165	0	0	0	2
6	1	171	189	142	182	194	140	137	205	156	197	0	195	0	199	179	0	198	0	0	0	2
7	2	53	55	58	57	45	55	57	82	60	62	120	68	60	41	52	80	72	68	85	73	2
8	2	75	112	99	42	88	73	48	79	77	90	81	88	64	68	149	73	158	92	70	97	2
9	2	81	106	110	120	30	96	111	56	105	93	65	101	56	65	91	55	145	58	128	90	2

	label	pixel547	pixel603	pixel491	pixel575	pixel263	pixel407	pixel435	pixel687	pixel519	pixel631	pixel401	pixel180	pixel234	pixel236	pixel68	pixel611	pixel96	pixel555	pixel594	pixel427
0	2	206	211	216	205	203	233	197	177	208	202	221	217	212	206	0	0	61	0	129	209
1	9	163	202	180	177	0	111	185	0	134	0	0	1	0	1	0	188	0	178	209	0
2	6	194	195	212	197	201	214	220	186	206	204	205	200	201	180	187	211	198	214	249	223
3	0	199	177	227	204	81	192	134	233	210	112	187	162	129	179	66	0	124	0	1	0
4	3	219	219	219	219	218	219	219	220	219	219	149	221	34	237	92	0	224	0	0	9
5	4	149	155	160	154	130	154	157	189	160	155	255	132	140	158	168	210	144	218	193	190
6	4	225	228	221	226	225	223	219	228	222	228	238	210	233	225	251	215	250	215	0	130
7	5	0	0	92	0	0	2	0	0	0	0	130	0	0	0	0	0	0	0	0	88
8	4	209	211	207	212	207	207	210	229	210	212	204	207	210	208	210	177	184	154	183	208
9	8	176	224	183	212	0	121	136	220	194	221	192	50	0	145	1	0	0	0	0	221

	label	pixel547	pixel603	pixel491	pixel575	pixel263	pixel407	pixel435	pixel687	pixel519	pixel631	pixel401	pixel180	pixel234	pixel236	pixel68	pixel611	pixel96	pixel555	pixel594	pixel427	# duplicates
0	0	69	80	71	71	67	74	71	86	71	80	45	71	53	71	154	0	201	0	0	2	2
1	0	117	115	118	117	96	105	108	124	118	111	63	96	62	124	194	0	60	0	0	0	2
2	0	202	201	199	202	201	197	197	209	199	206	0	207	206	197	219	0	218	0	0	0	2
3	1	0	0	0	0	59	0	0	0	0	0	0	101	0	127	96	0	92	0	0	0	2
4	1	152	182	179	165	239	206	196	191	165	183	0	219	169	231	190	0	197	0	0	0	2
5	1	154	159	125	158	161	144	144	174	133	168	0	126	98	74	138	0	165	0	0	0	2
6	1	171	189	142	182	194	140	137	205	156	197	0	195	0	199	179	0	198	0	0	0	2
7	2	53	55	58	57	45	55	57	82	60	62	120	68	60	41	52	80	72	68	85	73	2
8	2	75	112	99	42	88	73	48	79	77	90	81	88	64	68	149	73	158	92	70	97	2
9	2	81	106	110	120	30	96	111	56	105	93	65	101	56	65	91	55	145	58	128	90	2

	label	pixel547	pixel603	pixel491	pixel575	pixel263	pixel407	pixel435	pixel687	pixel519	pixel631	pixel401	pixel180	pixel234	pixel236	pixel68	pixel611	pixel96	pixel555	pixel594	pixel427
0	2	206	211	216	205	203	233	197	177	208	202	221	217	212	206	0	0	61	0	129	209
1	9	163	202	180	177	0	111	185	0	134	0	0	1	0	1	0	188	0	178	209	0
2	6	194	195	212	197	201	214	220	186	206	204	205	200	201	180	187	211	198	214	249	223
3	0	199	177	227	204	81	192	134	233	210	112	187	162	129	179	66	0	124	0	1	0
4	3	219	219	219	219	218	219	219	220	219	219	149	221	34	237	92	0	224	0	0	9
5	4	149	155	160	154	130	154	157	189	160	155	255	132	140	158	168	210	144	218	193	190
6	4	225	228	221	226	225	223	219	228	222	228	238	210	233	225	251	215	250	215	0	130
7	5	0	0	92	0	0	2	0	0	0	0	130	0	0	0	0	0	0	0	0	88
8	4	209	211	207	212	207	207	210	229	210	212	204	207	210	208	210	177	184	154	183	208
9	8	176	224	183	212	0	121	136	220	194	221	192	50	0	145	1	0	0	0	0	221

	label	pixel547	pixel603	pixel491	pixel575	pixel263	pixel407	pixel435	pixel687	pixel519	pixel631	pixel401	pixel180	pixel234	pixel236	pixel68	pixel611	pixel96	pixel555	pixel594	pixel427	# duplicates
0	0	69	80	71	71	67	74	71	86	71	80	45	71	53	71	154	0	201	0	0	2	2
1	0	117	115	118	117	96	105	108	124	118	111	63	96	62	124	194	0	60	0	0	0	2
2	0	202	201	199	202	201	197	197	209	199	206	0	207	206	197	219	0	218	0	0	0	2
3	1	0	0	0	0	59	0	0	0	0	0	0	101	0	127	96	0	92	0	0	0	2
4	1	152	182	179	165	239	206	196	191	165	183	0	219	169	231	190	0	197	0	0	0	2
5	1	154	159	125	158	161	144	144	174	133	168	0	126	98	74	138	0	165	0	0	0	2
6	1	171	189	142	182	194	140	137	205	156	197	0	195	0	199	179	0	198	0	0	0	2
7	2	53	55	58	57	45	55	57	82	60	62	120	68	60	41	52	80	72	68	85	73	2
8	2	75	112	99	42	88	73	48	79	77	90	81	88	64	68	149	73	158	92	70	97	2
9	2	81	106	110	120	30	96	111	56	105	93	65	101	56	65	91	55	145	58	128	90	2